This is the MARSS User Guide for the MARSS R package: https://cran.r-project.org/package=MARSS. This is part of the Applied Time Series Analysis for Environmental Science suite of software and educational material. See the GitHub repository for the MARSS source code.
- Quick Start Guide.
- User Manual on CRAN - The extensive user manual included in the package has many examples of how to fit MARSS models to a variety of data sets.
- ATSA lab book - Many applications are also covered in our Applied Time Series Analysis book developed from the labs in our course.
- ATSA course website - We have lectures and all material from our course on our course website. Select the Lectures tab to find the lecture material and videos of lectures.
If you use MARSS results in publications, please cite the primary citation:
Holmes, E. E., Ward, E. J. and Wills, K. (2012) MARSS: Multivariate Autoregressive State-space Models for Analyzing Time-series Data. The R Journal. 4(1):11-19
You can also cite the package and user guide:
Elizabeth E. Holmes, Eric J. Ward, Mark D. Scheuerell and Kellie Wills (2020). MARSS: Multivariate Autoregressive State-Space Modeling. R package version 3.11.4.
Holmes, E. E., M. D. Scheuerell, and E. J. Ward (", year, ") Analysis of multivariate time-series using the MARSS package. Version ", meta$Version, ". NOAA Fisheries, Northwest Fisheries Science Center, 2725 Montlake Blvd E., Seattle, WA 98112, DOI: 10.5281/zenodo.5781847
Type citation("MARSS") at the command line to get the most up to data citations.
To see our publications using MARSS models, see the Applied Time Series Analysis website.
This repository is a scientific product and is not official communication of the National Oceanic and Atmospheric Administration, or the United States Department of Commerce. All NOAA GitHub project code is provided on an ‘as is’ basis and the user assumes responsibility for its use. Any claims against the Department of Commerce or Department of Commerce bureaus stemming from the use of this GitHub project will be governed by all applicable Federal law. Any reference to specific commercial products, processes, or services by service mark, trademark, manufacturer, or otherwise, does not constitute or imply their endorsement, recommendation or favoring by the Department of Commerce. The Department of Commerce seal and logo, or the seal and logo of a DOC bureau, shall not be used in any manner to imply endorsement of any commercial product or activity by DOC or the United States Government.